--home-blank-.omp--: MEMORY.md +140 / learned.md / memory_summary.md / raw_memories.md +1002 rewritten by auto-learn after the model rename, frank-medium split-balance and bottleneck studies. Skills renamed to single-topic buckets: dotfile-git-workflow -> ghostty-text-aa + niri-display-rotation + noctalia-theme, handy-service-mgmt -> handy-flm-inference, inference-runtime -> llama-cpp-parallelism. --home-blank-Projects-serverAppConfig--: 38 new rollout summaries, raw_memories.md/MEMORY.md refreshed, skills re-bucketed (bench-protocol, llm-fleet-model-swap, rootless-quadlet-log-retrieval, orchestration-quadlet). Per-worktree bucket (wt-20261006-122204) is now gitignored, not committed.
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thread_id: 01a0f190-490b-765e-b62d-21e28c3c0ec0 updated_at: 1790760416
Deep research on DeepSeek 4.1 Flash quantizations for the current hardware (2x R9700 gfx1201 + 246 GiB DDR5 RAM). Identified vcruz305 Q2_K as the optimal fit for the backbone (~191 GiB) and GSQ-RCO 3.0-bit as the high-quality alternative. Key bottleneck is RAM bandwidth (42 GB/s), limiting decode to ~6-11 tok/s. Next step: Build native HIP version from the fork.